DocumentCode :
591235
Title :
Comparison of methods for quantification of myocardial infarct size from delayed enhancement magnetic resonance data
Author :
Kachenoura, Nadjia ; Baron, N. ; Cluzel, P. ; Frouin, F. ; Herment, A. ; Grenier, Philippe ; Montalescot, G. ; Beygui, F.
Author_Institution :
Lab. d´Imagerie Fonctionnelle, UPMC Univ. Paris 6, Paris, France
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
361
Lastpage :
364
Abstract :
We sought to assess myocardial infarct (MI) volume with different quantitative methods in both acute (AMI) and chronic MI (CMI) from CMR late Gadolinium Enhancement images. CMR exam was performed 50±21 hours after MI in 52 patients and was repeated 100±21 days later in a subgroup of 34 patients. Necrosis volumes were quantified using: 1) manual delineation, 2) automated fuzzy c-means method, and 3) +2 to 6SD thresholding approaches. Results were compared against peak values of serum Troponin I (TnI), creatine kinase (CK) and LV functional parameters. For CMI, quantitative evaluation of infarct size using manual, +2SD, +3SD and fuzzy c-means provided equivalent results for comparisons of MI volumes against LV function parameters (r>;0.79, p<;0.0001). For AMI, +2SD and fuzzy c-means approaches provided higher correlations for comparisons of AMI volumes against biochemical markers (r>;0.77, p<;0.0001) and chronic LV function parameters (r>;0.59, p<;0.0002). The fuzzy c-means and +2SD methods provided highest correlations with biochemical MI quantification as well as LV function parameters. The fuzzy c-means approach which does not require an arbitrary identification of the remote myocardium is fast and reproducible. It may be clinically useful in the evaluation of patients with MI.
Keywords :
biochemistry; biomedical MRI; biomedical measurement; diseases; enzymes; statistical analysis; volume measurement; +2SD methods; 6SD thresholding approach; CMR late gadolinium enhancement images; LV functional parameters; acute AMI; automated fuzzy c-means method; biochemical MI quantification; chronic LV function parameters; chronic MI; creatine kinase; delayed enhancement magnetic resonance data; manual delineation; myocardial infarct size; myocardial infarct volume assessement; necrosis volumes; serum Troponin I; statistical analysis; time 50 h; Correlation; Correlation coefficient; Manuals; Myocardium; Phase measurement; Standards; Volume measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology (CinC), 2012
Conference_Location :
Krakow
ISSN :
2325-8861
Print_ISBN :
978-1-4673-2076-4
Type :
conf
Filename :
6420405
Link To Document :
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